The Vanderbilt Urologic Infection Repository, a Resource for Personalized Clinical Discovery
The Vanderbilt Urologic Infection Repository, a Resource for Personalized Clinical Discovery
批准号:
10022306
负责人:
Maria Hadjifrangiskou
金额:
$25.24万
依托单位国家:
美国
项目类别:
财政年份:
--
资助国家:
美国
项目状态:
已结题
起止时间:
至 2022-06-30
关键词:
Acinetobacter baumanniiAgeAnatomyAntibiotic susceptibilityBacteremiaBacteriuriaBioinformaticsBiologicalCLIA certifiedCaringCatalogsCategoriesCathetersClinicalClinical DataClinical MicrobiologyCollectionCommunicable DiseasesCommunitiesCystitisDataDatabasesDiagnosticElectronic Health RecordEquilibriumEscherichia coliEthicsFoundationsGenesGeneticGenetic PolymorphismGenitourinary systemGenomicsGenotypeGenus staphylococcusGestational DiabetesHealthHeterogeneityHumanIndividualInfectionInformaticsInfrastructureInstitutionKnowledgeLaboratoriesLightLinkLogisticsMachine LearningMedicalMedical InformaticsMedical centerMethodsMicrobial Genome SequencingMicrobiologyMiningModelingMolecularOrganismPathogenesisPathologyPatient CarePatientsPhenotypePhysiciansPilot ProjectsPrecision Medicine InitiativeProtocols documentationPublic DomainsPyelonephritisReportingResearchResearch PersonnelResource InformaticsResourcesRisk FactorsSiteSourceSpectrometry, Mass, Matrix-Assisted Laser Desorption-IonizationSterilityTaxonomyTechnologyTherapeuticUncertaintyUrinary tract infectionUrineUrologyUropathogenbasebiobankclinical encounterclinical practiceclinical sequencingclinically actionableclinically relevantcombatdemographicsevidence basegenome sequencinggenome wide association studygenomic datahigh throughput technologyinterestmicrobialmicrobial genomemicrobial genomicspathogenpathogen genomepatient health informationphenomephenotypic dataprognostic toolprogramsprotein profilingrepositorysexsymptomatologytooltranslational impacturologicwhole genomeyoung woman
中文摘要
点击翻译按钮获取中文摘要
英文摘要
SUMMARY - RESOURCE PROJECT
Urinary tract infections (UTIs) represent not only one of the most prevalent urologic pathologies, but also one of
the most diverse. With both traditional and emerging risk factors, commonly encountered clinical scenarios range
from asymptomatic bacteriuria and uncomplicated cystitis to pyelonephritis, bacteremia, and outright urosepsis.
The causative microbial agents likewise include a tremendous variety of opportunistic pathogens, with additional
(and significant) genotypic/phenotypic diversity among individual strains of these species. On a molecular level,
the host-pathogen factors that dictate the balance between urologic health and UTI remain incompletely defined.
Generalized models of pathogenesis fail to account for commonly encountered nuances of real-world clinical
practice, limiting the ability of physicians to provide care that is both evidence-based and personalized. To
combat these challenges, we seek to create the Vanderbilt Urologic Infection Repository (VUIR): a massive
(but de-identified) collection of patient-specific clinical information and paired microbial isolates,
repurposed from our Medical Center's routine workflow of diagnostic urine cultures. As both an informatic
and biologic resource, the VUIR will build on unique foundations that are already in place at Vanderbilt. These
include our Synthetic Derivative, an anonymized mirror of our electronic health records, along with microVU, an
initiative through which all sterile-site microbial isolates from our Diagnostic Laboratories are systematically
retained for academic inquiry. We now propose to expand microVU activities to include Vanderbilt's formidable
volume of urine cultures, linking the banked organisms (many thousand annually) to key searchable parameters
from the source-patients (e.g. demographics, symptomatology, risk factors), as well as the broader body of data
within the Synthetic Derivative. As a two-way bridge, the VUIR will create an opportunity to parse human
phenomes in light of microbiologic results, while providing a tremendous quantity of wild-type microbial strains
for downstream experimentation, all stratified by human UTI-phenotypes. One particularly exciting application of
the VUIR involves genome-wide association studies (GWAS) that network genetic features of pathogens directly
to clinical features of their hosts. In addition to building the VUIR, we will mine the repository to select
underrepresented microbial targets for whole-genome sequencing. Through a machine-learning approach, the
multi-partite genomic features of these strains will be correlated to their hosts' clinical parameters, with an
emphasis on Escherichia coli and the global phenotypes of [1] symptomatic UTI and [2] asymptomatic
bacteriuria (ASB). The microbial features that distinguish these phenomenological categories remain poorly
defined—at least by the simplified metrics considered to date—although a rigorous molecular definition of UTI-
vs-ASB would carry significant diagnostic value for physicians and pathogenetic value for investigators. In light
of this complexity, we will utilize the VUIR to harmonize bioinformatic and medical informatic data across host
and pathogen, as proof-of-concept for this program's broad utility in clinical/basic urology and allied fields.
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